Triple
T12725108
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helena, Montana, United States |
E304083
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
Helena College University of Montana
Helena College University of Montana is a public two-year college in Helena that offers associate degrees, certificates, and workforce training as part of the University of Montana system.
|
E216489
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Helena College University of Montana | Statement: [Helena, Montana, United States, hasInstitution, Helena College University of Montana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helena College University of Montana Context triple: [Helena, Montana, United States, hasInstitution, Helena College University of Montana]
-
A.
University of Montana
The University of Montana is a public research university in Missoula known for its strong programs in environmental studies, creative writing, and the liberal arts.
-
B.
Montana State University
Montana State University is a public research university and land-grant institution located in Bozeman, Montana, known for its programs in engineering, agriculture, and the sciences.
-
C.
Montana State University–Northern
Montana State University–Northern is a public university in northern Montana known for its programs in engineering, education, and technical and vocational fields serving rural and regional communities.
-
D.
Montana State University Billings
Montana State University Billings is a public university located in Billings, Montana, offering a range of undergraduate and graduate programs as part of the Montana State University system.
-
E.
Montana University System
The Montana University System is the statewide public higher education network in Montana that oversees and coordinates the state’s universities, colleges, and affiliated institutions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Helena College University of Montana Triple: [Helena, Montana, United States, hasInstitution, Helena College University of Montana]
Generated description
Helena College University of Montana is a public two-year college in Helena that offers associate degrees, certificates, and workforce training as part of the University of Montana system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helena College University of Montana Target entity description: Helena College University of Montana is a public two-year college in Helena that offers associate degrees, certificates, and workforce training as part of the University of Montana system.
-
A.
University of Montana
chosen
The University of Montana is a public research university in Missoula known for its strong programs in environmental studies, creative writing, and the liberal arts.
-
B.
Montana State University
Montana State University is a public research university and land-grant institution located in Bozeman, Montana, known for its programs in engineering, agriculture, and the sciences.
-
C.
Montana State University–Northern
Montana State University–Northern is a public university in northern Montana known for its programs in engineering, education, and technical and vocational fields serving rural and regional communities.
-
D.
Montana State University Billings
Montana State University Billings is a public university located in Billings, Montana, offering a range of undergraduate and graduate programs as part of the Montana State University system.
-
E.
Montana University System
The Montana University System is the statewide public higher education network in Montana that oversees and coordinates the state’s universities, colleges, and affiliated institutions.
- F. None of above.
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d7bdf084148190ab9d513dc0735af4 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96415ebe48190ae935bc3a9b00f65 |
completed | April 10, 2026, 8:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c85c6b88190bbdd94a43915a7a4 |
completed | May 2, 2026, 10:36 p.m. |
| NEDg | Description generation | batch_69f67d888d7c8190b9aaeb877984a403 |
completed | May 2, 2026, 10:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67e0f48e4819085905564f5540f37 |
completed | May 2, 2026, 10:43 p.m. |
Created at: April 9, 2026, 5:25 p.m.